Fused Kernel-spline Smoothing for Repeatedly Measured Outcomes in a Generalized Partially Linear Model with Functional Single Index.

Abstract

We propose a generalized partially linear functional single index risk score model for repeatedly measured outcomes where the index itself is a function of time. We fuse the nonparametric kernel method and regression spline method, and modify the generalized estimating equation to facilitate estimation and inference. We use local smoothing kernel to… (More)

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